One of the earliest mentions of East Leake is in the Domesday book recorded as 'Leche.' The name comes from the Anglo-Saxon word meaning wet land, since the village lies on the Kingston Brook, a tributary of the River Soar.

British Gypsum, a plasterboard manufacturer, has its headquarters in the village. The manufacturing of plasterboard began in this area in about 1880.